Decency O.

Key Skills

Software

Don't disclose

Other

Top Subject Matter

AI video dataset contribution (real-world daily activities)

Video content annotation for machine learning (objects/actions/environment)

Short-form video creation for training/dataset-style content

Top Data Types

Video

Top Task Types

Data Collection

Classification

Freelancer Overview

Freelance Video Contributor / AI Training Tasks (Remote). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose, Other, and CapCut. AI-training focus includes data types such as Video and labeling workflows including Data Collection and Classification.

Labeling Experience

Freelance Video Contributor / AI Training Tasks (Remote)

Don't discloseVideoData Collection

You recorded structured real-world video clips following strict AI training task guidelines for machine learning dataset creation. You ensured consistent framing, lighting, and execution to support reliable model learning. You delivered submissions within deadlines while maintaining high-quality standards. • Recorded structured video content for AI training datasets. • Captured real-life scenarios with repeatable capture conditions. • Verified consistency in framing, lighting, and performance execution. • Completed remote submissions on time with attention to instructions.

2024 - Present

AI Data Annotator / Content Reviewer at Outlier.ai (Remote)

OtherVideoClassification

You reviewed and labeled video content for machine learning use as part of large-scale dataset curation. Your work included identifying objects, actions, and environmental context according to platform quality benchmarks. You maintained high accuracy across batches while following detailed guideline requirements. • Labeled video content for ML training datasets. • Identified objects, actions, and environmental context. • Maintained high accuracy across large datasets. • Followed strict platform guidelines and quality benchmarks.

2023 - Present

Content Creator (Short-form Video) (Freelance)

VideoData Collection

You created and edited short-form videos using mobile tools with a focus on producing consistent, instruction-aligned content. Your tasks supported AI training-style dataset contribution by emphasizing clarity, repeatability, and adherence to capture requirements. You adapted to new formats quickly while delivering reliable remote work. • Produced short videos using mobile recording and editing tools. • Ensured clarity and repeatability in captured content. • Adapted to new formats and content requirements. • Completed edits and prepared deliverables for consistent outputs.

2022 - Present

Education

Work History